{"id":"https://openalex.org/W4378364126","doi":"https://doi.org/10.1109/isdfs58141.2023.10131798","title":"Towards Complex Regional Pain Syndrome (CRPS) Monitoring and Management Using an AI Powered Mobile Application","display_name":"Towards Complex Regional Pain Syndrome (CRPS) Monitoring and Management Using an AI Powered Mobile Application","publication_year":2023,"publication_date":"2023-05-11","ids":{"openalex":"https://openalex.org/W4378364126","doi":"https://doi.org/10.1109/isdfs58141.2023.10131798"},"language":"en","primary_location":{"id":"doi:10.1109/isdfs58141.2023.10131798","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isdfs58141.2023.10131798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092023132","display_name":"Julia Loncala","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julia Loncala","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109608952","display_name":"Madeline Irvin","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madeline Irvin","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092023133","display_name":"Alyson Globis","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alyson Globis","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092023134","display_name":"Katie Harvat","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katie Harvat","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102516549","display_name":"Mason Seitz","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mason Seitz","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088461858","display_name":"Garrett Goodman","orcid":"https://orcid.org/0000-0002-3443-7812"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrett Goodman","raw_affiliation_strings":["Miami University,Oxford,OH,USA","Miami University, Oxford, OH, USA"],"affiliations":[{"raw_affiliation_string":"Miami University,Oxford,OH,USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092023132"],"corresponding_institution_ids":["https://openalex.org/I83328450"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12072539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11840","display_name":"Pain Management and Treatment","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11840","display_name":"Pain Management and Treatment","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10196","display_name":"Pain Mechanisms and Treatments","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/complex-regional-pain-syndrome","display_name":"Complex regional pain syndrome","score":0.8077197074890137},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.5636207461357117},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5475736856460571},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.45163118839263916},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4422640800476074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32681506872177124}],"concepts":[{"id":"https://openalex.org/C2780226346","wikidata":"https://www.wikidata.org/wiki/Q1066311","display_name":"Complex regional pain syndrome","level":2,"score":0.8077197074890137},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.5636207461357117},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5475736856460571},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.45163118839263916},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4422640800476074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32681506872177124},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isdfs58141.2023.10131798","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isdfs58141.2023.10131798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1578183859","https://openalex.org/W1756373912","https://openalex.org/W2034614003","https://openalex.org/W2041280856","https://openalex.org/W2042086253","https://openalex.org/W2063279469","https://openalex.org/W2076878713","https://openalex.org/W2143082117","https://openalex.org/W2150794675","https://openalex.org/W2153107731","https://openalex.org/W2160708362","https://openalex.org/W2607455846","https://openalex.org/W2787541408","https://openalex.org/W2857512569","https://openalex.org/W2990749370","https://openalex.org/W3011639675","https://openalex.org/W3015670493","https://openalex.org/W3081302899","https://openalex.org/W3101206788","https://openalex.org/W3117982354","https://openalex.org/W3128254331","https://openalex.org/W3216531071","https://openalex.org/W4200135039","https://openalex.org/W4211148951","https://openalex.org/W6632521522","https://openalex.org/W6683531534","https://openalex.org/W6770640585"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Complex":[0],"Regional":[1],"Pain":[2],"Syndrome":[3,17],"(CRPS),":[4],"also":[5],"known":[6],"as":[7],"the":[8,13,29,40,43,84,182,188],"suicide":[9,68],"disease":[10,27],"according":[11],"to":[12,31,76,80,110,118,153,176],"Reflex":[14],"Sympathetic":[15],"Dystrophy":[16],"Association":[18],"(RSDSA)":[19],"affects":[20],"approximately":[21],"200,000":[22],"patients":[23,66],"each":[24],"year.":[25],"This":[26],"causes":[28],"patient":[30,117],"experience":[32],"pain":[33,137,167,212],"that":[34],"is":[35],"out":[36],"of":[37,42,51,64,86,130,173],"proportion":[38],"with":[39,204],"severity":[41],"actual":[44],"injury.":[45],"Furthermore,":[46],"flare-ups,":[47],"which":[48,120],"are":[49,57],"outbursts":[50],"pain,":[52,132,134],"muscle":[53],"weakness,":[54],"and":[55,135,150,161,165,184,192,200],"sensitivity,":[56],"unpredictable.":[58],"From":[59],"this,":[60,90],"a":[61,78,94,100,116,128,141,157,171,197,205],"significant":[62],"portion":[63],"CRPS":[65],"consider":[67],"or":[69],"euthanasia.":[70],"Therefore,":[71],"we":[72,91,169,195],"find":[73],"it":[74],"important":[75],"provide":[77],"system":[79],"assist":[81],"in":[82,187],"alleviating":[83],"burden":[85],"CRPS.":[87],"To":[88],"accomplish":[89],"have":[92],"created":[93],"prototype":[95],"mobile":[96],"application":[97],"powered":[98],"by":[99,140,156],"Fuzzy":[101],"Inference":[102],"System":[103],"(FIS),":[104],"an":[105,112],"Artificial":[106],"Intelligence":[107],"(AI)":[108],"algorithm,":[109],"predict":[111],"appropriate":[113],"exercise":[114,213],"for":[115,209],"do":[119],"should":[121],"alleviate":[122],"some":[123],"pain.":[124],"We":[125],"first":[126],"curated":[127],"set":[129,172,186],"severe":[131,211],"moderate":[133],"mild":[136],"exercises,":[138],"provided":[139],"physical":[142],"fitness":[143],"expert.":[144],"Then,":[145],"using":[146],"expected":[147],"environmental":[148],"data":[149,152,175],"biometric":[151],"be":[154],"gathered":[155],"wearable":[158],"heart":[159],"rate":[160],"pulse":[162],"oximeter":[163],"monitor,":[164],"self-reported":[166],"levels,":[168],"generated":[170],"synthetic":[174],"train":[177],"our":[178,210],"FIS.":[179],"After":[180],"splitting":[181],"training":[183,191,199],"test":[185,193,202],"standard":[189],"80/20":[190],"split,":[194],"obtained":[196],"74.86\\%":[198],"75.56\\%":[201],"accuracy":[203],"0.94":[206],"F1":[207],"score":[208],"category.":[214]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}